{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# 综合案例：完整的图表制作\n",
        "\n",
        "本案例将综合运用前面学到的所有知识点，创建一个专业的科学图表。\n",
        "\n",
        "## 案例说明\n",
        "\n",
        "我们将创建一个展示不同反应类型在不同温度下的反应速率对比图表，这个案例将综合运用：\n",
        "\n",
        "1. **创建图形对象**：设置图形大小、DPI、背景色\n",
        "2. **坐标轴操作**：设置范围、刻度、标签、标题、网格\n",
        "3. **图例和标注**：添加图例、文本标注、箭头注释\n",
        "\n",
        "通过这个案例，你将学会如何将这些知识点组合使用，创建专业的数据可视化图表。\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "# 导入必要的库\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# 设置中文字体（如果需要显示中文）\n",
        "plt.rcParams['font.sans-serif'] = ['Arial Unicode MS', 'SimHei', 'DejaVu Sans']\n",
        "plt.rcParams['axes.unicode_minus'] = False  # 解决负号显示问题\n",
        "\n",
        "# 在 Jupyter Notebook 中内联显示图形\n",
        "%matplotlib inline\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 综合案例：创建一个专业的科学图表\n",
        "\n",
        "模拟实验数据：不同温度下的反应速率\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1200x800 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "图表创建完成！\n",
            "图形大小: [12.  8.]\n",
            "DPI: 100\n"
          ]
        }
      ],
      "source": [
        "# 综合案例：创建一个专业的科学图表\n",
        "# 模拟实验数据：不同温度下的反应速率\n",
        "\n",
        "# 1. 创建图形对象（设置大小、DPI、背景色）\n",
        "fig = plt.figure(figsize=(12, 8), dpi=100, facecolor='white', edgecolor='black')\n",
        "\n",
        "# 2. 准备数据\n",
        "temperature = np.linspace(20, 100, 50)  # 温度范围：20-100°C\n",
        "rate1 = 0.5 * np.exp(0.05 * (temperature - 20)) + np.random.normal(0, 0.1, 50)  # 反应1\n",
        "rate2 = 0.3 * np.exp(0.04 * (temperature - 20)) + np.random.normal(0, 0.08, 50)  # 反应2\n",
        "rate3 = 0.4 * np.exp(0.045 * (temperature - 20)) + np.random.normal(0, 0.09, 50)  # 反应3\n",
        "\n",
        "# 3. 绘制数据\n",
        "plt.plot(temperature, rate1, 'b-o', linewidth=2, markersize=6, \n",
        "         label='反应类型 A', alpha=0.8)\n",
        "plt.plot(temperature, rate2, 'r-s', linewidth=2, markersize=6, \n",
        "         label='反应类型 B', alpha=0.8)\n",
        "plt.plot(temperature, rate3, 'g-^', linewidth=2, markersize=6, \n",
        "         label='反应类型 C', alpha=0.8)\n",
        "\n",
        "# 4. 设置坐标轴范围\n",
        "plt.xlim(15, 105)\n",
        "plt.ylim(0, max(max(rate1), max(rate2), max(rate3)) * 1.1)\n",
        "\n",
        "# 5. 设置坐标轴标签\n",
        "plt.xlabel('温度 (°C)', fontsize=14, fontweight='bold')\n",
        "plt.ylabel('反应速率 (mol/L·s)', fontsize=14, fontweight='bold')\n",
        "\n",
        "# 6. 设置标题\n",
        "plt.title('不同反应类型在不同温度下的反应速率对比', \n",
        "          fontsize=16, fontweight='bold', pad=20)\n",
        "\n",
        "# 7. 设置刻度\n",
        "plt.xticks(np.arange(20, 105, 10), fontsize=11)\n",
        "plt.yticks(fontsize=11)\n",
        "\n",
        "# 8. 显示网格\n",
        "plt.grid(True, alpha=0.3, linestyle='--', linewidth=0.8)\n",
        "\n",
        "# 9. 显示图例\n",
        "plt.legend(loc='upper left', fontsize=12, frameon=True, \n",
        "          fancybox=True, shadow=True, framealpha=0.9)\n",
        "\n",
        "# 10. 添加文本标注\n",
        "plt.text(25, max(rate1) * 0.9, '低温区域', fontsize=11, \n",
        "         bbox=dict(boxstyle='round', facecolor='lightblue', alpha=0.7))\n",
        "plt.text(75, max(rate1) * 0.9, '高温区域', fontsize=11,\n",
        "         bbox=dict(boxstyle='round', facecolor='lightcoral', alpha=0.7))\n",
        "\n",
        "# 11. 添加箭头注释（标注最佳反应温度）\n",
        "max_rate1_idx = np.argmax(rate1)\n",
        "best_temp = temperature[max_rate1_idx]\n",
        "best_rate = rate1[max_rate1_idx]\n",
        "\n",
        "plt.annotate(f'最佳温度: {best_temp:.1f}°C', \n",
        "            xy=(best_temp, best_rate), \n",
        "            xytext=(best_temp + 15, best_rate - 0.5),\n",
        "            arrowprops=dict(arrowstyle='->', color='blue', lw=2,\n",
        "                          connectionstyle='arc3,rad=0.2'),\n",
        "            fontsize=11, color='blue',\n",
        "            bbox=dict(boxstyle='round,pad=0.5', facecolor='yellow', alpha=0.8))\n",
        "\n",
        "# 12. 调整布局\n",
        "plt.tight_layout()\n",
        "\n",
        "# 13. 显示图形\n",
        "plt.show()\n",
        "\n",
        "print(\"图表创建完成！\")\n",
        "print(f\"图形大小: {fig.get_size_inches()}\")\n",
        "print(f\"DPI: {fig.dpi}\")\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 知识点总结\n",
        "\n",
        "本案例综合运用了以下知识点：\n",
        "\n",
        "### 1. 创建图形对象\n",
        "- ✅ 使用 `plt.figure()` 创建图形，设置 `figsize`、`dpi`、`facecolor`、`edgecolor`\n",
        "\n",
        "### 2. 坐标轴操作\n",
        "- ✅ 使用 `plt.xlim()` 和 `plt.ylim()` 设置坐标轴范围\n",
        "- ✅ 使用 `plt.xlabel()` 和 `plt.ylabel()` 设置坐标轴标签\n",
        "- ✅ 使用 `plt.title()` 设置图表标题\n",
        "- ✅ 使用 `plt.xticks()` 和 `plt.yticks()` 设置刻度\n",
        "- ✅ 使用 `plt.grid()` 显示网格线\n",
        "\n",
        "### 3. 图例和标注\n",
        "- ✅ 使用 `label` 参数为数据系列添加标签\n",
        "- ✅ 使用 `plt.legend()` 显示图例，设置位置和样式\n",
        "- ✅ 使用 `plt.text()` 添加文本标注\n",
        "- ✅ 使用 `plt.annotate()` 添加带箭头的注释\n",
        "\n",
        "## 学习建议\n",
        "\n",
        "1. **尝试修改参数**：修改不同的参数值，观察图表的变化\n",
        "2. **添加更多元素**：尝试添加更多的标注和注释\n",
        "3. **改变样式**：尝试不同的颜色、线型、标记样式\n",
        "4. **应用到实际数据**：使用自己的数据创建类似的图表\n",
        "\n",
        "## 下一步学习\n",
        "\n",
        "掌握了图形和坐标轴基础后，可以继续学习：\n",
        "- 基本图表类型（线图、散点图、柱状图等）\n",
        "- 子图和布局\n",
        "- 样式和美化\n",
        "- 高级功能\n",
        "\n",
        "祝学习愉快！🎉\n"
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "ml311",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.11.0"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 2
}
